Often Missing SkillsExecutive CommunicationMetric GovernanceData Quality ManagementExperimentation LeadershipAnalytics RoadmappingCost ManagementVendor ManagementPrivacy KnowledgeTeam Scaling
Development SuggestionsBuild a portfolio of business wins with clear outcomes such as revenue lift, cost reduction, or risk reduction. Practice executive level narratives that connect metrics to decisions. Establish lightweight governance for definitions and data quality. Strengthen experimentation practices and measurement discipline. Gain hands on experience with budgeting, vendor selection, and leading through change.